Summary: Learning in the Presence of Noise \Lambda
Malik Magdon­Ismail
magdon@cco.caltech.edu
Department of Electrical Engineering
California Institute of Technology
136­93 Pasadena, CA, 91125
Alexander Nicholson
zander@foot.caltech.edu
Department of Computer Science
California Institute of Technology
136­93 Pasadena, CA, 91125
Yaser S. Abu­Mostafa
yaser@caltech.edu
Department of Electrical Engineering
and Department of Computer Science
California Institute of Technology
136­93 Pasadena, CA, 91125
Abstract
We report results about the impact of noise on information processing, with application to financial
markets. These results quantify the tradeoff between the amount of data and the noise level in the

Source: Abu-Mostafa, Yaser S. - Department of Mechanical Engineering & Computer Science Department, California Institute of Technology
Magdon-Ismail, Malik - Department of Computer Science, Rensselaer Polytechnic Institute

Collections: Computer Technologies and Information Sciences